High Performance
Computing for
Artificial Intelligence
Where performance meets effiency, we are the HPC-AI Lab @NUS.
Who WE Are
We are a cutting-edge lab that integrates high performance computing seamlessly with deep learning. Topics of research interests encompass Machine Learning, High Performance Computing, Machine Learning Systems, Parallel and Distributed Systems, and AI Applications (e.g. CV, NLP, Biology). HPC-AI Lab @NUS is directed by Presidential Young Professor
Yang You.
Explore News
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SELECTED PUBLICATIONS
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
ICLR 2024 (Oral)
Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency
SC 2023
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis
NeurIPS 2023
PEOPLE
LAB OPENINGS
- We are looking for PhD students, postdocs, and visiting scholars, please email your CV to us if you are interested.
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